Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 20 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.8 KiB |
| Average record size in memory | 246.4 B |
Variable types
| NUM | 29 |
|---|---|
| CAT | 1 |
turnover_vol_5d_min is highly correlated with DAVOL5_min and 4 other fields | High correlation |
DAVOL5_min is highly correlated with turnover_vol_5d_min and 8 other fields | High correlation |
TO_5d_min is highly correlated with VSTD_6d_min and 2 other fields | High correlation |
VSTD_6d_min is highly correlated with TO_5d_min and 3 other fields | High correlation |
PPReversal_20_min is highly correlated with DAVOL5_min and 2 other fields | High correlation |
NCFP_min is highly correlated with DAVOL5_min and 9 other fields | High correlation |
TO_20d_min is highly correlated with NCFP_min and 8 other fields | High correlation |
BP_LF_min is highly correlated with TO_20d_min and 8 other fields | High correlation |
turnover_vol_5d_max is highly correlated with VSTD_6d_min and 4 other fields | High correlation |
VSTD_6d_max is highly correlated with turnover_vol_5d_max and 1 other fields | High correlation |
n_cashflow_act is highly correlated with DAVOL5_min and 9 other fields | High correlation |
assets_turn is highly correlated with DAVOL5_min and 9 other fields | High correlation |
current_ratio is highly correlated with TO_20d_min and 8 other fields | High correlation |
ocf_to_or is highly correlated with DAVOL5_min and 9 other fields | High correlation |
opincome_of_ebt is highly correlated with DAVOL5_min and 9 other fields | High correlation |
wgt_turn_6m is highly correlated with turnover_vol_5d_min and 9 other fields | High correlation |
wgt_turn_3m is highly correlated with turnover_vol_100d_min | High correlation |
turnover_vol_100d_min is highly correlated with wgt_turn_3m | High correlation |
turn_3m is highly correlated with VSTD_6d_min and 3 other fields | High correlation |
wgt_return_12m is highly correlated with DAVOL5_min and 2 other fields | High correlation |
wgt_return_6m is highly correlated with turnover_vol_20d_max and 1 other fields | High correlation |
turnover_vol_20d_max is highly correlated with wgt_return_6m and 1 other fields | High correlation |
wgt_return_3m is highly correlated with turnover_vol_20d_max and 1 other fields | High correlation |
wgt_return_1m is highly correlated with DAVOL5_min and 3 other fields | High correlation |
return_3m is highly correlated with VSTD_6d_min and 3 other fields | High correlation |
return_1m is highly correlated with TO_20d_min and 8 other fields | High correlation |
name has unique values | Unique |
NCFP_min has unique values | Unique |
BP_LF_min has unique values | Unique |
turnover_vol_5d_max has unique values | Unique |
n_cashflow_act has unique values | Unique |
assets_turn has unique values | Unique |
current_ratio has unique values | Unique |
ocf_to_or has unique values | Unique |
opincome_of_ebt has unique values | Unique |
wgt_turn_6m has unique values | Unique |
DAVOL20_min has 3 (15.0%) zeros | Zeros |
DAVOL5_min has 2 (10.0%) zeros | Zeros |
VSTD_6d_min has 2 (10.0%) zeros | Zeros |
turnover_vol_100d_min has 4 (20.0%) zeros | Zeros |
turnover_vol_5d_min has 3 (15.0%) zeros | Zeros |
TO_100d_min has 5 (25.0%) zeros | Zeros |
TO_20d_min has 3 (15.0%) zeros | Zeros |
TO_5d_min has 3 (15.0%) zeros | Zeros |
PPReversal_20_min has 4 (20.0%) zeros | Zeros |
VSTD_6d_max has 3 (15.0%) zeros | Zeros |
turnover_vol_20d_max has 4 (20.0%) zeros | Zeros |
turnover_vol_5d_max has 1 (5.0%) zeros | Zeros |
wgt_turn_6m has 1 (5.0%) zeros | Zeros |
wgt_turn_3m has 3 (15.0%) zeros | Zeros |
turn_6m has 4 (20.0%) zeros | Zeros |
turn_3m has 2 (10.0%) zeros | Zeros |
wgt_return_12m has 5 (25.0%) zeros | Zeros |
wgt_return_6m has 2 (10.0%) zeros | Zeros |
wgt_return_3m has 3 (15.0%) zeros | Zeros |
wgt_return_1m has 3 (15.0%) zeros | Zeros |
return_3m has 2 (10.0%) zeros | Zeros |
return_1m has 2 (10.0%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-18 06:00:02.115666 |
|---|---|
| Analysis finished | 2020-12-18 06:01:43.968032 |
| Duration | 1 minute and 41.85 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.0 B |
| 002426.SZ | 1 |
|---|---|
| 002655.SZ | 1 |
| 002459.SZ | 1 |
| 002280.SZ | 1 |
| 000606.SZ | 1 |
| Other values (15) |
| Value | Count | Frequency (%) | |
| 002426.SZ | 1 | 5.0% | |
| 002655.SZ | 1 | 5.0% | |
| 002459.SZ | 1 | 5.0% | |
| 002280.SZ | 1 | 5.0% | |
| 000606.SZ | 1 | 5.0% | |
| 000810.SZ | 1 | 5.0% | |
| 000586.SZ | 1 | 5.0% | |
| 002475.SZ | 1 | 5.0% | |
| 002174.SZ | 1 | 5.0% | |
| 002658.SZ | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
Frequencies of value counts
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1378910265 |
|---|---|
| Minimum | -0.001104327518 |
| Maximum | 0.6251 |
| Zeros | 3 |
| Zeros (%) | 15.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.001104327518 |
|---|---|
| 5-th percentile | -0.0006319802321 |
| Q1 | 0.002032125688 |
| median | 0.007071810467 |
| Q3 | 0.304125 |
| 95-th percentile | 0.5019470408 |
| Maximum | 0.6251 |
| Range | 0.6262043275 |
| Interquartile range (IQR) | 0.3020928743 |
Descriptive statistics
| Standard deviation | 0.2018265926 |
|---|---|
| Coefficient of variation (CV) | 1.463667345 |
| Kurtosis | 0.1339765857 |
| Mean | 0.1378910265 |
| Median Absolute Deviation (MAD) | 0.007071810467 |
| Skewness | 1.172157843 |
| Sum | 2.757820531 |
| Variance | 0.0407339735 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.004005866433 | 1 | 5.0% | |
| 0.003138836132 | 1 | 5.0% | |
| -0.001104327518 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.007829150324 | 1 | 5.0% | |
| 0.007794011879 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| Other values (8) | 8 | 40.0% |
| Value | Count | Frequency (%) | |
| -0.001104327518 | 1 | 5.0% | |
| -0.0006071198486 | 1 | 5.0% | |
| 0 | 3 | 15.0% | |
| 0.002709500917 | 1 | 5.0% | |
| 0.003138836132 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 0.6251 | 1 | 5.0% | |
| 0.4954653061 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2208634603 |
|---|---|
| Minimum | -0.003113619431 |
| Maximum | 1.2393 |
| Zeros | 2 |
| Zeros (%) | 10.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.003113619431 |
|---|---|
| 5-th percentile | -0.0008766642403 |
| Q1 | 0.002135441705 |
| median | 0.007849595303 |
| Q3 | 0.31215 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.242413619 |
| Interquartile range (IQR) | 0.3100145583 |
Descriptive statistics
| Standard deviation | 0.3601240367 |
|---|---|
| Coefficient of variation (CV) | 1.630527911 |
| Kurtosis | 3.524392006 |
| Mean | 0.2208634603 |
| Median Absolute Deviation (MAD) | 0.008229060181 |
| Skewness | 1.985972244 |
| Sum | 4.417269207 |
| Variance | 0.1296893218 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) | |
| 0 | 2 | 10.0% | |
| 0.008290051378 | 1 | 5.0% | |
| 0.0129979129 | 1 | 5.0% | |
| -0.0007589297566 | 1 | 5.0% | |
| 0.003239871223 | 1 | 5.0% | |
| 0.004763069208 | 1 | 5.0% | |
| 0.004694628975 | 1 | 5.0% | |
| 0.2505 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| -0.003113619431 | 1 | 5.0% | |
| Other values (9) | 9 | 45.0% |
| Value | Count | Frequency (%) | |
| -0.003113619431 | 1 | 5.0% | |
| -0.0007589297566 | 1 | 5.0% | |
| 0 | 2 | 10.0% | |
| 0.0009517816275 | 1 | 5.0% | |
| 0.002529995065 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.4954653061 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1780345104 |
|---|---|
| Minimum | -0.002758243947 |
| Maximum | 1.0762 |
| Zeros | 2 |
| Zeros (%) | 10.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.002758243947 |
|---|---|
| 5-th percentile | -0.0001379121974 |
| Q1 | 0.003115035629 |
| median | 0.007551814878 |
| Q3 | 0.304125 |
| 95-th percentile | 0.647655 |
| Maximum | 1.0762 |
| Range | 1.078958244 |
| Interquartile range (IQR) | 0.3010099644 |
Descriptive statistics
| Standard deviation | 0.2794347187 |
|---|---|
| Coefficient of variation (CV) | 1.569553667 |
| Kurtosis | 4.815188469 |
| Mean | 0.1780345104 |
| Median Absolute Deviation (MAD) | 0.007551814878 |
| Skewness | 2.059275353 |
| Sum | 3.560690209 |
| Variance | 0.07808376201 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) | |
| 0 | 2 | 10.0% | |
| 0.003581449734 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.0007167261791 | 1 | 5.0% | |
| 0.004492462231 | 1 | 5.0% | |
| 0.006258348051 | 1 | 5.0% | |
| 0.004409086531 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.003295495812 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| Other values (9) | 9 | 45.0% |
| Value | Count | Frequency (%) | |
| -0.002758243947 | 1 | 5.0% | |
| 0 | 2 | 10.0% | |
| 0.0007167261791 | 1 | 5.0% | |
| 0.002573655079 | 1 | 5.0% | |
| 0.003295495812 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1522104636 |
|---|---|
| Minimum | -0.00313169783 |
| Maximum | 1.2393 |
| Zeros | 4 |
| Zeros (%) | 20.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.00313169783 |
|---|---|
| 5-th percentile | -0.0005052096587 |
| Q1 | 0 |
| median | 0.006891638081 |
| Q3 | 0.2631 |
| 95-th percentile | 0.5326570408 |
| Maximum | 1.2393 |
| Range | 1.242431698 |
| Interquartile range (IQR) | 0.2631 |
Descriptive statistics
| Standard deviation | 0.3008666926 |
|---|---|
| Coefficient of variation (CV) | 1.97664921 |
| Kurtosis | 8.993505069 |
| Mean | 0.1522104636 |
| Median Absolute Deviation (MAD) | 0.006891638081 |
| Skewness | 2.793568222 |
| Sum | 3.044209271 |
| Variance | 0.09052076671 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 0 | 4 | 20.0% | |
| 0.2505 | 1 | 5.0% | |
| 0.0113621143 | 1 | 5.0% | |
| 0.4954653061 | 1 | 5.0% | |
| 0.006844481456 | 1 | 5.0% | |
| -0.0003669734392 | 1 | 5.0% | |
| 0.003789014412 | 1 | 5.0% | |
| 0.01518813649 | 1 | 5.0% | |
| -0.00313169783 | 1 | 5.0% | |
| 0.003497015692 | 1 | 5.0% | |
| Other values (7) | 7 | 35.0% |
| Value | Count | Frequency (%) | |
| -0.00313169783 | 1 | 5.0% | |
| -0.0003669734392 | 1 | 5.0% | |
| 0 | 4 | 20.0% | |
| 0.003497015692 | 1 | 5.0% | |
| 0.003789014412 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 0.4954653061 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3116 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1927256451 |
|---|---|
| Minimum | -0.003421400774 |
| Maximum | 1.2393 |
| Zeros | 3 |
| Zeros (%) | 15.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.003421400774 |
|---|---|
| 5-th percentile | -0.0007616646308 |
| Q1 | 0.00185723784 |
| median | 0.005780300652 |
| Q3 | 0.2631 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.242721401 |
| Interquartile range (IQR) | 0.2612427622 |
Descriptive statistics
| Standard deviation | 0.3564843499 |
|---|---|
| Coefficient of variation (CV) | 1.849698568 |
| Kurtosis | 4.636110207 |
| Mean | 0.1927256451 |
| Median Absolute Deviation (MAD) | 0.005780300652 |
| Skewness | 2.26915836 |
| Sum | 3.854512903 |
| Variance | 0.1270810917 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.00369647874 | 1 | 5.0% | |
| 0.3116 | 1 | 5.0% | |
| 0.009337013566 | 1 | 5.0% | |
| -0.003421400774 | 1 | 5.0% | |
| 0.004320798135 | 1 | 5.0% | |
| 0.2505 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.002476317121 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| Other values (8) | 8 | 40.0% |
| Value | Count | Frequency (%) | |
| -0.003421400774 | 1 | 5.0% | |
| -0.000621678518 | 1 | 5.0% | |
| 0 | 3 | 15.0% | |
| 0.002476317121 | 1 | 5.0% | |
| 0.003641937523 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3116 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% |
| Distinct | 16 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1236550009 |
|---|---|
| Minimum | -0.003973237964 |
| Maximum | 1.0762 |
| Zeros | 5 |
| Zeros (%) | 25.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.003973237964 |
|---|---|
| 5-th percentile | -0.001818210021 |
| Q1 | 0 |
| median | 0.003429651246 |
| Q3 | 0.09176437576 |
| 95-th percentile | 0.422885 |
| Maximum | 1.0762 |
| Range | 1.080173238 |
| Interquartile range (IQR) | 0.09176437576 |
Descriptive statistics
| Standard deviation | 0.262400752 |
|---|---|
| Coefficient of variation (CV) | 2.122039142 |
| Kurtosis | 9.19641019 |
| Mean | 0.1236550009 |
| Median Absolute Deviation (MAD) | 0.005096417566 |
| Skewness | 2.845515822 |
| Sum | 2.473100018 |
| Variance | 0.06885415465 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 0 | 5 | 25.0% | |
| -0.001704787498 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.0141664951 | 1 | 5.0% | |
| -0.001628745141 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.02205250101 | 1 | 5.0% | |
| 0.003567896259 | 1 | 5.0% | |
| Other values (6) | 6 | 30.0% |
| Value | Count | Frequency (%) | |
| -0.003973237964 | 1 | 5.0% | |
| -0.001704787498 | 1 | 5.0% | |
| -0.001628745141 | 1 | 5.0% | |
| 0 | 5 | 25.0% | |
| 0.001238723406 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.0762 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.210944934 |
|---|---|
| Minimum | -0.001973063929 |
| Maximum | 1.2393 |
| Zeros | 3 |
| Zeros (%) | 15.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.001973063929 |
|---|---|
| 5-th percentile | -9.865319646e-05 |
| Q1 | 0.003322944078 |
| median | 0.008023137026 |
| Q3 | 0.303575 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.241273064 |
| Interquartile range (IQR) | 0.3002520559 |
Descriptive statistics
| Standard deviation | 0.3671151748 |
|---|---|
| Coefficient of variation (CV) | 1.740336532 |
| Kurtosis | 3.348472973 |
| Mean | 0.210944934 |
| Median Absolute Deviation (MAD) | 0.008023137026 |
| Skewness | 2.005120628 |
| Sum | 4.218898679 |
| Variance | 0.1347735515 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.001483185925 | 1 | 5.0% | |
| 0.2808970531 | 1 | 5.0% | |
| -0.001973063929 | 1 | 5.0% | |
| 0.01320305571 | 1 | 5.0% | |
| 0.008342668297 | 1 | 5.0% | |
| 0.01943276994 | 1 | 5.0% | |
| 0.007703605756 | 1 | 5.0% | |
| 0.006654544757 | 1 | 5.0% | |
| Other values (8) | 8 | 40.0% |
| Value | Count | Frequency (%) | |
| -0.001973063929 | 1 | 5.0% | |
| 0 | 3 | 15.0% | |
| 0.001483185925 | 1 | 5.0% | |
| 0.003936196796 | 1 | 5.0% | |
| 0.005816598667 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| 0.3116 | 1 | 5.0% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1673559215 |
|---|---|
| Minimum | -0.003996216582 |
| Maximum | 1.0762 |
| Zeros | 3 |
| Zeros (%) | 15.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.003996216582 |
|---|---|
| 5-th percentile | -0.0001998108291 |
| Q1 | 0.002955691645 |
| median | 0.009306786919 |
| Q3 | 0.304125 |
| 95-th percentile | 0.647655 |
| Maximum | 1.0762 |
| Range | 1.080196217 |
| Interquartile range (IQR) | 0.3011693084 |
Descriptive statistics
| Standard deviation | 0.2807626751 |
|---|---|
| Coefficient of variation (CV) | 1.677638129 |
| Kurtosis | 5.054461283 |
| Mean | 0.1673559215 |
| Median Absolute Deviation (MAD) | 0.009306786919 |
| Skewness | 2.148302194 |
| Sum | 3.34711843 |
| Variance | 0.07882767971 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.003546677809 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.01274661234 | 1 | 5.0% | |
| 0.01926184131 | 1 | 5.0% | |
| 0.007776073683 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.001182733153 | 1 | 5.0% | |
| 0.007894797425 | 1 | 5.0% | |
| Other values (8) | 8 | 40.0% |
| Value | Count | Frequency (%) | |
| -0.003996216582 | 1 | 5.0% | |
| 0 | 3 | 15.0% | |
| 0.001182733153 | 1 | 5.0% | |
| 0.003546677809 | 1 | 5.0% | |
| 0.006055625372 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1887780383 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2393 |
| Zeros | 4 |
| Zeros (%) | 20.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.003511981072 |
| median | 0.009069607546 |
| Q3 | 0.2631 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.2393 |
| Interquartile range (IQR) | 0.2595880189 |
Descriptive statistics
| Standard deviation | 0.36189301 |
|---|---|
| Coefficient of variation (CV) | 1.917029191 |
| Kurtosis | 4.305158869 |
| Mean | 0.1887780383 |
| Median Absolute Deviation (MAD) | 0.008147116608 |
| Skewness | 2.225936104 |
| Sum | 3.775560766 |
| Variance | 0.1309665507 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 0 | 4 | 20.0% | |
| 0.4877340666 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.01248110161 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.004309964871 | 1 | 5.0% | |
| 0.01381894286 | 1 | 5.0% | |
| 0.01629423322 | 1 | 5.0% | |
| 0.004473533209 | 1 | 5.0% | |
| 1.2393 | 1 | 5.0% | |
| Other values (7) | 7 | 35.0% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 20.0% | |
| 0.003320755659 | 1 | 5.0% | |
| 0.003575722877 | 1 | 5.0% | |
| 0.004309964871 | 1 | 5.0% | |
| 0.004473533209 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.4877340666 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2710194888 |
|---|---|
| Minimum | 0.00128306511 |
| Maximum | 1.2393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.00128306511 |
|---|---|
| 5-th percentile | 0.00195678575 |
| Q1 | 0.005818628333 |
| median | 0.1406132256 |
| Q3 | 0.35145 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.238016935 |
| Interquartile range (IQR) | 0.3456313717 |
Descriptive statistics
| Standard deviation | 0.3600958375 |
|---|---|
| Coefficient of variation (CV) | 1.328671378 |
| Kurtosis | 2.322640097 |
| Mean | 0.2710194888 |
| Median Absolute Deviation (MAD) | 0.1389755706 |
| Skewness | 1.635639026 |
| Sum | 5.420389776 |
| Variance | 0.1296690122 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0.001992244731 | 1 | 5.0% | |
| 0.003670694295 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.03072645113 | 1 | 5.0% | |
| 0.4811052994 | 1 | 5.0% | |
| 0.0171001403 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.004537321355 | 1 | 5.0% | |
| 0.006830159889 | 1 | 5.0% | |
| 0.017297176 | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
| Value | Count | Frequency (%) | |
| 0.00128306511 | 1 | 5.0% | |
| 0.001992244731 | 1 | 5.0% | |
| 0.003670694295 | 1 | 5.0% | |
| 0.004537321355 | 1 | 5.0% | |
| 0.004633578912 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.4811052994 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2550296444 |
|---|---|
| Minimum | 0.0001863084192 |
| Maximum | 1.2393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.0001863084192 |
|---|---|
| 5-th percentile | 0.00122649931 |
| Q1 | 0.003046544066 |
| median | 0.1143107044 |
| Q3 | 0.320125 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.239113692 |
| Interquartile range (IQR) | 0.3170784559 |
Descriptive statistics
| Standard deviation | 0.3589790375 |
|---|---|
| Coefficient of variation (CV) | 1.407597295 |
| Kurtosis | 2.779608205 |
| Mean | 0.2550296444 |
| Median Absolute Deviation (MAD) | 0.1135769271 |
| Skewness | 1.772143698 |
| Sum | 5.100592888 |
| Variance | 0.1288659494 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0.3138 | 1 | 5.0% | |
| 0.002269402854 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.001281246199 | 1 | 5.0% | |
| 0.005256551405 | 1 | 5.0% | |
| 0.005431950123 | 1 | 5.0% | |
| 0.2225023548 | 1 | 5.0% | |
| 0.2505 | 1 | 5.0% | |
| 0.005562871956 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
| Value | Count | Frequency (%) | |
| 0.0001863084192 | 1 | 5.0% | |
| 0.001281246199 | 1 | 5.0% | |
| 0.001718126993 | 1 | 5.0% | |
| 0.001959430302 | 1 | 5.0% | |
| 0.002269402854 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1574317478 |
|---|---|
| Minimum | -0.003108210896 |
| Maximum | 1.0762 |
| Zeros | 3 |
| Zeros (%) | 15.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.003108210896 |
|---|---|
| 5-th percentile | -0.001556649564 |
| Q1 | 0.001275085358 |
| median | 0.003599768889 |
| Q3 | 0.2631 |
| 95-th percentile | 0.647655 |
| Maximum | 1.0762 |
| Range | 1.079308211 |
| Interquartile range (IQR) | 0.2618249146 |
Descriptive statistics
| Standard deviation | 0.2773884527 |
|---|---|
| Coefficient of variation (CV) | 1.761960065 |
| Kurtosis | 5.852652121 |
| Mean | 0.1574317478 |
| Median Absolute Deviation (MAD) | 0.004337263109 |
| Skewness | 2.304014771 |
| Sum | 3.148634957 |
| Variance | 0.07694435369 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.008893219672 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.2442586655 | 1 | 5.0% | |
| -0.003108210896 | 1 | 5.0% | |
| 0.003880779446 | 1 | 5.0% | |
| 0.00329847948 | 1 | 5.0% | |
| 0.003667663063 | 1 | 5.0% | |
| 0.002998191047 | 1 | 5.0% | |
| Other values (8) | 8 | 40.0% |
| Value | Count | Frequency (%) | |
| -0.003108210896 | 1 | 5.0% | |
| -0.001474988441 | 1 | 5.0% | |
| 0 | 3 | 15.0% | |
| 0.001700113811 | 1 | 5.0% | |
| 0.002889169343 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| 0.3116 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1573327313 |
|---|---|
| Minimum | -0.002486326919 |
| Maximum | 1.2393 |
| Zeros | 4 |
| Zeros (%) | 20.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.002486326919 |
|---|---|
| 5-th percentile | -0.000124316346 |
| Q1 | 0.0009068328145 |
| median | 0.004785825279 |
| Q3 | 0.2599087875 |
| 95-th percentile | 0.65581 |
| Maximum | 1.2393 |
| Range | 1.241786327 |
| Interquartile range (IQR) | 0.2590019546 |
Descriptive statistics
| Standard deviation | 0.3099826682 |
|---|---|
| Coefficient of variation (CV) | 1.970236363 |
| Kurtosis | 7.649355423 |
| Mean | 0.1573327313 |
| Median Absolute Deviation (MAD) | 0.004785825279 |
| Skewness | 2.624126339 |
| Sum | 3.146654626 |
| Variance | 0.0960892546 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 0 | 4 | 20.0% | |
| 0.2505 | 1 | 5.0% | |
| 0.001209110419 | 1 | 5.0% | |
| 0.2881351499 | 1 | 5.0% | |
| 0.003918573698 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.001683385442 | 1 | 5.0% | |
| 0.00565307686 | 1 | 5.0% | |
| 0.01339584848 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| Other values (7) | 7 | 35.0% |
| Value | Count | Frequency (%) | |
| -0.002486326919 | 1 | 5.0% | |
| 0 | 4 | 20.0% | |
| 0.001209110419 | 1 | 5.0% | |
| 0.001683385442 | 1 | 5.0% | |
| 0.002683048159 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3116 | 1 | 5.0% | |
| 0.2881351499 | 1 | 5.0% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.193948999 |
|---|---|
| Minimum | -0.004934453778 |
| Maximum | 1.0762 |
| Zeros | 1 |
| Zeros (%) | 5.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.004934453778 |
|---|---|
| 5-th percentile | -0.0008455179969 |
| Q1 | 0.001899261239 |
| median | 0.00995290824 |
| Q3 | 0.31215 |
| 95-th percentile | 0.647655 |
| Maximum | 1.0762 |
| Range | 1.081134454 |
| Interquartile range (IQR) | 0.3102507388 |
Descriptive statistics
| Standard deviation | 0.2783178559 |
|---|---|
| Coefficient of variation (CV) | 1.435005374 |
| Kurtosis | 4.378413781 |
| Mean | 0.193948999 |
| Median Absolute Deviation (MAD) | 0.01273529055 |
| Skewness | 1.912206477 |
| Sum | 3.878979979 |
| Variance | 0.07746082889 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0.3138 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| -0.004934453778 | 1 | 5.0% | |
| 0.01156797 | 1 | 5.0% | |
| 0.008337846484 | 1 | 5.0% | |
| 0.004095367482 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.0005431419167 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.2450956495 | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
| Value | Count | Frequency (%) | |
| -0.004934453778 | 1 | 5.0% | |
| -0.0006303108505 | 1 | 5.0% | |
| -3.634517019e-05 | 1 | 5.0% | |
| 0 | 1 | 5.0% | |
| 0.0005431419167 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2712929377 |
|---|---|
| Minimum | -0.001440424126 |
| Maximum | 1.2393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.001440424126 |
|---|---|
| 5-th percentile | 0.00314889588 |
| Q1 | 0.009067259347 |
| median | 0.1413389851 |
| Q3 | 0.35145 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.240740424 |
| Interquartile range (IQR) | 0.3423827407 |
Descriptive statistics
| Standard deviation | 0.3594749249 |
|---|---|
| Coefficient of variation (CV) | 1.325043431 |
| Kurtosis | 2.352709848 |
| Mean | 0.2712929377 |
| Median Absolute Deviation (MAD) | 0.1403639777 |
| Skewness | 1.643498109 |
| Sum | 5.425858753 |
| Variance | 0.1292222216 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0.02093120235 | 1 | 5.0% | |
| -0.001440424126 | 1 | 5.0% | |
| 0.003582640872 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.01429234445 | 1 | 5.0% | |
| 0.4749919088 | 1 | 5.0% | |
| 0.01124425923 | 1 | 5.0% | |
| 0.003936807509 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.009258716323 | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
| Value | Count | Frequency (%) | |
| -0.001440424126 | 1 | 5.0% | |
| 0.003390439038 | 1 | 5.0% | |
| 0.003582640872 | 1 | 5.0% | |
| 0.003936807509 | 1 | 5.0% | |
| 0.008492888419 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.4749919088 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2687143088 |
|---|---|
| Minimum | 0.001125059376 |
| Maximum | 1.2393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.001125059376 |
|---|---|
| 5-th percentile | 0.003047100118 |
| Q1 | 0.006603787642 |
| median | 0.1326500032 |
| Q3 | 0.35145 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.238174941 |
| Interquartile range (IQR) | 0.3448462124 |
Descriptive statistics
| Standard deviation | 0.3604821319 |
|---|---|
| Coefficient of variation (CV) | 1.341507021 |
| Kurtosis | 2.353529899 |
| Mean | 0.2687143088 |
| Median Absolute Deviation (MAD) | 0.1305133435 |
| Skewness | 1.642531398 |
| Sum | 5.374286176 |
| Variance | 0.1299473674 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0.3009 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| 0.001125059376 | 1 | 5.0% | |
| 0.005701809391 | 1 | 5.0% | |
| 0.006793454637 | 1 | 5.0% | |
| 0.01016341114 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.007587598623 | 1 | 5.0% | |
| 0.003953651738 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
| Value | Count | Frequency (%) | |
| 0.001125059376 | 1 | 5.0% | |
| 0.003148260157 | 1 | 5.0% | |
| 0.003953651738 | 1 | 5.0% | |
| 0.005701809391 | 1 | 5.0% | |
| 0.006034786656 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.4614708507 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2614042095 |
|---|---|
| Minimum | 0.002783840403 |
| Maximum | 1.2393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.002783840403 |
|---|---|
| 5-th percentile | 0.003839939293 |
| Q1 | 0.00995740436 |
| median | 0.1369315427 |
| Q3 | 0.320125 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.23651616 |
| Interquartile range (IQR) | 0.3101675956 |
Descriptive statistics
| Standard deviation | 0.3567011325 |
|---|---|
| Coefficient of variation (CV) | 1.364557722 |
| Kurtosis | 2.768053958 |
| Mean | 0.2614042095 |
| Median Absolute Deviation (MAD) | 0.1335918607 |
| Skewness | 1.761215585 |
| Sum | 5.22808419 |
| Variance | 0.1272356979 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0.007586736365 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.01152399489 | 1 | 5.0% | |
| 0.01076064689 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.003895523445 | 1 | 5.0% | |
| 0.004070091648 | 1 | 5.0% | |
| 0.01074762703 | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
| Value | Count | Frequency (%) | |
| 0.002783840403 | 1 | 5.0% | |
| 0.003895523445 | 1 | 5.0% | |
| 0.004070091648 | 1 | 5.0% | |
| 0.005329494905 | 1 | 5.0% | |
| 0.007586736365 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2717536504 |
|---|---|
| Minimum | 0.001510637011 |
| Maximum | 1.2393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.001510637011 |
|---|---|
| 5-th percentile | 0.003469199187 |
| Q1 | 0.008075824531 |
| median | 0.1363983315 |
| Q3 | 0.35145 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.237789363 |
| Interquartile range (IQR) | 0.3433741755 |
Descriptive statistics
| Standard deviation | 0.3608727106 |
|---|---|
| Coefficient of variation (CV) | 1.327940619 |
| Kurtosis | 2.260243043 |
| Mean | 0.2717536504 |
| Median Absolute Deviation (MAD) | 0.1338568723 |
| Skewness | 1.621044247 |
| Sum | 5.435073008 |
| Variance | 0.1302291133 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0.3138 | 1 | 5.0% | |
| 0.01200893463 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.005320914135 | 1 | 5.0% | |
| 0.006427282794 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.003572281407 | 1 | 5.0% | |
| 0.001510637011 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
| Value | Count | Frequency (%) | |
| 0.001510637011 | 1 | 5.0% | |
| 0.003572281407 | 1 | 5.0% | |
| 0.005320914135 | 1 | 5.0% | |
| 0.00567215835 | 1 | 5.0% | |
| 0.006427282794 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.50062362 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2690623464 |
|---|---|
| Minimum | -0.001669387755 |
| Maximum | 1.2393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.001669387755 |
|---|---|
| 5-th percentile | 0.001877631601 |
| Q1 | 0.00773425039 |
| median | 0.1329227369 |
| Q3 | 0.35145 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.240969388 |
| Interquartile range (IQR) | 0.3437157496 |
Descriptive statistics
| Standard deviation | 0.3601447333 |
|---|---|
| Coefficient of variation (CV) | 1.338517775 |
| Kurtosis | 2.365304095 |
| Mean | 0.2690623464 |
| Median Absolute Deviation (MAD) | 0.1327252723 |
| Skewness | 1.645762123 |
| Sum | 5.381246928 |
| Variance | 0.1297042289 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0.01107253557 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.005552375573 | 1 | 5.0% | |
| 0.005817128276 | 1 | 5.0% | |
| 0.01110993245 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.460286556 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
| Value | Count | Frequency (%) | |
| -0.001669387755 | 1 | 5.0% | |
| 0.00206431683 | 1 | 5.0% | |
| 0.005552375573 | 1 | 5.0% | |
| 0.005817128276 | 1 | 5.0% | |
| 0.006152171287 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.460286556 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2403606953 |
|---|---|
| Minimum | -0.002058929015 |
| Maximum | 1.2393 |
| Zeros | 1 |
| Zeros (%) | 5.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.002058929015 |
|---|---|
| 5-th percentile | -0.0001029464508 |
| Q1 | 0.002731139002 |
| median | 0.009044420091 |
| Q3 | 0.318475 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.241358929 |
| Interquartile range (IQR) | 0.315743861 |
Descriptive statistics
| Standard deviation | 0.3629876503 |
|---|---|
| Coefficient of variation (CV) | 1.510178899 |
| Kurtosis | 2.873685043 |
| Mean | 0.2403606953 |
| Median Absolute Deviation (MAD) | 0.0100738846 |
| Skewness | 1.829015634 |
| Sum | 4.807213907 |
| Variance | 0.1317600343 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0.002688060087 | 1 | 5.0% | |
| -0.002058929015 | 1 | 5.0% | |
| 0 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.00412907047 | 1 | 5.0% | |
| 0.003539234439 | 1 | 5.0% | |
| 0.2505 | 1 | 5.0% | |
| 0.006995404727 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| Other values (10) | 10 | 50.0% |
| Value | Count | Frequency (%) | |
| -0.002058929015 | 1 | 5.0% | |
| 0 | 1 | 5.0% | |
| 0.001839385114 | 1 | 5.0% | |
| 0.002129383649 | 1 | 5.0% | |
| 0.002688060087 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1553243695 |
|---|---|
| Minimum | -0.001169812085 |
| Maximum | 1.2393 |
| Zeros | 3 |
| Zeros (%) | 15.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.001169812085 |
|---|---|
| 5-th percentile | -5.849060425e-05 |
| Q1 | 0.002152156055 |
| median | 0.004728780613 |
| Q3 | 0.2631 |
| 95-th percentile | 0.43104 |
| Maximum | 1.2393 |
| Range | 1.240469812 |
| Interquartile range (IQR) | 0.2609478439 |
Descriptive statistics
| Standard deviation | 0.2927428211 |
|---|---|
| Coefficient of variation (CV) | 1.884719198 |
| Kurtosis | 10.16248624 |
| Mean | 0.1553243695 |
| Median Absolute Deviation (MAD) | 0.004728780613 |
| Skewness | 2.924717331 |
| Sum | 3.106487389 |
| Variance | 0.08569835928 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.002427293823 | 1 | 5.0% | |
| 0.002608656537 | 1 | 5.0% | |
| 0.2417425985 | 1 | 5.0% | |
| 0.001326742752 | 1 | 5.0% | |
| 0.00349493069 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.2505 | 1 | 5.0% | |
| 0.006432666115 | 1 | 5.0% | |
| Other values (8) | 8 | 40.0% |
| Value | Count | Frequency (%) | |
| -0.001169812085 | 1 | 5.0% | |
| 0 | 3 | 15.0% | |
| 0.001326742752 | 1 | 5.0% | |
| 0.002427293823 | 1 | 5.0% | |
| 0.002608656537 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3116 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.165853417 |
|---|---|
| Minimum | -0.001898966372 |
| Maximum | 1.2393 |
| Zeros | 4 |
| Zeros (%) | 20.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.001898966372 |
|---|---|
| 5-th percentile | -9.494831858e-05 |
| Q1 | 0.003196472615 |
| median | 0.005787751703 |
| Q3 | 0.266325 |
| 95-th percentile | 0.65581 |
| Maximum | 1.2393 |
| Range | 1.241198966 |
| Interquartile range (IQR) | 0.2631285274 |
Descriptive statistics
| Standard deviation | 0.3161066024 |
|---|---|
| Coefficient of variation (CV) | 1.905939643 |
| Kurtosis | 6.554770968 |
| Mean | 0.165853417 |
| Median Absolute Deviation (MAD) | 0.005787751703 |
| Skewness | 2.442040672 |
| Sum | 3.31706834 |
| Variance | 0.0999233841 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 0 | 4 | 20.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.008411098085 | 1 | 5.0% | |
| 0.00481463079 | 1 | 5.0% | |
| 0.4954653061 | 1 | 5.0% | |
| 0.006760872617 | 1 | 5.0% | |
| 0.004261963486 | 1 | 5.0% | |
| 0.00449044463 | 1 | 5.0% | |
| 0.004686078064 | 1 | 5.0% | |
| Other values (7) | 7 | 35.0% |
| Value | Count | Frequency (%) | |
| -0.001898966372 | 1 | 5.0% | |
| 0 | 4 | 20.0% | |
| 0.004261963486 | 1 | 5.0% | |
| 0.00449044463 | 1 | 5.0% | |
| 0.004553824004 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.4954653061 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1911098713 |
|---|---|
| Minimum | -0.003679985889 |
| Maximum | 1.0762 |
| Zeros | 2 |
| Zeros (%) | 10.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.003679985889 |
|---|---|
| 5-th percentile | -0.001786066399 |
| Q1 | 0.001916572655 |
| median | 0.006349087745 |
| Q3 | 0.320125 |
| 95-th percentile | 0.647655 |
| Maximum | 1.0762 |
| Range | 1.079879986 |
| Interquartile range (IQR) | 0.3182084273 |
Descriptive statistics
| Standard deviation | 0.2865926896 |
|---|---|
| Coefficient of variation (CV) | 1.499622639 |
| Kurtosis | 3.640656855 |
| Mean | 0.1911098713 |
| Median Absolute Deviation (MAD) | 0.007192280958 |
| Skewness | 1.801460971 |
| Sum | 3.822197427 |
| Variance | 0.08213536973 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) | |
| 0 | 2 | 10.0% | |
| 0.3138 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.006899834872 | 1 | 5.0% | |
| 0.005798340618 | 1 | 5.0% | |
| -0.001686386426 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.435683924 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.002395990833 | 1 | 5.0% | |
| Other values (9) | 9 | 45.0% |
| Value | Count | Frequency (%) | |
| -0.003679985889 | 1 | 5.0% | |
| -0.001686386426 | 1 | 5.0% | |
| 0 | 2 | 10.0% | |
| 0.0004783181206 | 1 | 5.0% | |
| 0.002395990833 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.435683924 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% |
| Distinct | 16 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1679512077 |
|---|---|
| Minimum | -0.0006460356573 |
| Maximum | 1.2393 |
| Zeros | 5 |
| Zeros (%) | 25.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -0.0006460356573 |
|---|---|
| 5-th percentile | -3.230178287e-05 |
| Q1 | 0 |
| median | 0.01110920731 |
| Q3 | 0.0789075509 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.239946036 |
| Interquartile range (IQR) | 0.0789075509 |
Descriptive statistics
| Standard deviation | 0.3580433559 |
|---|---|
| Coefficient of variation (CV) | 2.1318296 |
| Kurtosis | 5.299944078 |
| Mean | 0.1679512077 |
| Median Absolute Deviation (MAD) | 0.01110920731 |
| Skewness | 2.458333429 |
| Sum | 3.359024154 |
| Variance | 0.1281950447 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 0 | 5 | 25.0% | |
| 0.01192435965 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.02171006786 | 1 | 5.0% | |
| -0.0006460356573 | 1 | 5.0% | |
| 1.2393 | 1 | 5.0% | |
| 0.01861857023 | 1 | 5.0% | |
| 0.01451542457 | 1 | 5.0% | |
| 0.007223030107 | 1 | 5.0% | |
| 0.001692885789 | 1 | 5.0% | |
| Other values (6) | 6 | 30.0% |
| Value | Count | Frequency (%) | |
| -0.0006460356573 | 1 | 5.0% | |
| 0 | 5 | 25.0% | |
| 0.001692885789 | 1 | 5.0% | |
| 0.003480733618 | 1 | 5.0% | |
| 0.007223030107 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.2505 | 1 | 5.0% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1939799852 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2393 |
| Zeros | 2 |
| Zeros (%) | 10.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.007824047971 |
| median | 0.01643004607 |
| Q3 | 0.31215 |
| 95-th percentile | 0.65581 |
| Maximum | 1.2393 |
| Range | 1.2393 |
| Interquartile range (IQR) | 0.304325952 |
Descriptive statistics
| Standard deviation | 0.3069615596 |
|---|---|
| Coefficient of variation (CV) | 1.582439339 |
| Kurtosis | 6.59080197 |
| Mean | 0.1939799852 |
| Median Absolute Deviation (MAD) | 0.01443007728 |
| Skewness | 2.348604788 |
| Sum | 3.879599703 |
| Variance | 0.09422539905 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) | |
| 0 | 2 | 10.0% | |
| 0.006057300793 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.007211310831 | 1 | 5.0% | |
| 0.01785037832 | 1 | 5.0% | |
| 0.01015235826 | 1 | 5.0% | |
| 0.2505 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| Other values (9) | 9 | 45.0% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 10.0% | |
| 0.003999937564 | 1 | 5.0% | |
| 0.006057300793 | 1 | 5.0% | |
| 0.007211310831 | 1 | 5.0% | |
| 0.008028293685 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1876745804 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2393 |
| Zeros | 3 |
| Zeros (%) | 15.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.007131849794 |
| median | 0.0158981015 |
| Q3 | 0.318475 |
| 95-th percentile | 0.65581 |
| Maximum | 1.2393 |
| Range | 1.2393 |
| Interquartile range (IQR) | 0.3113431502 |
Descriptive statistics
| Standard deviation | 0.3134750222 |
|---|---|
| Coefficient of variation (CV) | 1.670311566 |
| Kurtosis | 6.032272806 |
| Mean | 0.1876745804 |
| Median Absolute Deviation (MAD) | 0.01329730722 |
| Skewness | 2.28210623 |
| Sum | 3.753491608 |
| Variance | 0.09826658957 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.435683924 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.005201588554 | 1 | 5.0% | |
| 0.005327811454 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.01027381775 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.01849250299 | 1 | 5.0% | |
| 0.01666148432 | 1 | 5.0% | |
| Other values (8) | 8 | 40.0% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.005201588554 | 1 | 5.0% | |
| 0.005327811454 | 1 | 5.0% | |
| 0.007733195907 | 1 | 5.0% | |
| 0.008649283198 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.435683924 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1997961958 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2393 |
| Zeros | 3 |
| Zeros (%) | 15.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.007468179466 |
| median | 0.0162771326 |
| Q3 | 0.304125 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.2393 |
| Interquartile range (IQR) | 0.2966568205 |
Descriptive statistics
| Standard deviation | 0.354774101 |
|---|---|
| Coefficient of variation (CV) | 1.77567996 |
| Kurtosis | 4.559952475 |
| Mean | 0.1997961958 |
| Median Absolute Deviation (MAD) | 0.01310471348 |
| Skewness | 2.246379558 |
| Sum | 3.995923917 |
| Variance | 0.1258646627 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.01033161831 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.01556777925 | 1 | 5.0% | |
| 0.007629125168 | 1 | 5.0% | |
| 0.01706689929 | 1 | 5.0% | |
| 0.0115488438 | 1 | 5.0% | |
| 0.00698534236 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.008086984306 | 1 | 5.0% | |
| Other values (8) | 8 | 40.0% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 15.0% | |
| 0.006344838236 | 1 | 5.0% | |
| 0.00698534236 | 1 | 5.0% | |
| 0.007629125168 | 1 | 5.0% | |
| 0.008086984306 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.3568651046 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19136263 |
|---|---|
| Minimum | 0 |
| Maximum | 1.0762 |
| Zeros | 2 |
| Zeros (%) | 10.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.008294688324 |
| median | 0.01733103729 |
| Q3 | 0.31215 |
| 95-th percentile | 0.647655 |
| Maximum | 1.0762 |
| Range | 1.0762 |
| Interquartile range (IQR) | 0.3038553117 |
Descriptive statistics
| Standard deviation | 0.2817224373 |
|---|---|
| Coefficient of variation (CV) | 1.4721915 |
| Kurtosis | 4.110086077 |
| Mean | 0.19136263 |
| Median Absolute Deviation (MAD) | 0.01391311216 |
| Skewness | 1.910131212 |
| Sum | 3.8272526 |
| Variance | 0.0793675317 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) | |
| 0 | 2 | 10.0% | |
| 0.007010338612 | 1 | 5.0% | |
| 0.3009 | 1 | 5.0% | |
| 0.008311421928 | 1 | 5.0% | |
| 0.0208259838 | 1 | 5.0% | |
| 0.008244487513 | 1 | 5.0% | |
| 0.01833672665 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.008400679316 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% | |
| Other values (9) | 9 | 45.0% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 10.0% | |
| 0.00683585027 | 1 | 5.0% | |
| 0.007010338612 | 1 | 5.0% | |
| 0.008244487513 | 1 | 5.0% | |
| 0.008311421928 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.435683924 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3138 | 1 | 5.0% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2341764455 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2393 |
| Zeros | 2 |
| Zeros (%) | 10.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0107800779 |
| median | 0.02108859256 |
| Q3 | 0.320125 |
| 95-th percentile | 1.084355 |
| Maximum | 1.2393 |
| Range | 1.2393 |
| Interquartile range (IQR) | 0.3093449221 |
Descriptive statistics
| Standard deviation | 0.3636898719 |
|---|---|
| Coefficient of variation (CV) | 1.553059152 |
| Kurtosis | 2.972188003 |
| Mean | 0.2341764455 |
| Median Absolute Deviation (MAD) | 0.01864312671 |
| Skewness | 1.879022569 |
| Sum | 4.683528909 |
| Variance | 0.1322703229 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) | |
| 0 | 2 | 10.0% | |
| 0.3138 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% | |
| 0.009448890973 | 1 | 5.0% | |
| 0.01859357896 | 1 | 5.0% | |
| 0.02073147743 | 1 | 5.0% | |
| 0.2473389823 | 1 | 5.0% | |
| 0.01136259532 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| Other values (9) | 9 | 45.0% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 10.0% | |
| 0.004890931698 | 1 | 5.0% | |
| 0.005370206914 | 1 | 5.0% | |
| 0.009448890973 | 1 | 5.0% | |
| 0.01122380688 | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| 1.2393 | 1 | 5.0% | |
| 1.0762 | 1 | 5.0% | |
| 0.6251 | 1 | 5.0% | |
| 0.3885 | 1 | 5.0% | |
| 0.3391 | 1 | 5.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| name | DAVOL20_min | DAVOL5_min | VSTD_6d_min | turnover_vol_100d_min | turnover_vol_5d_min | TO_100d_min | TO_20d_min | TO_5d_min | PPReversal_20_min | NCFP_min | BP_LF_min | VSTD_6d_max | turnover_vol_20d_max | turnover_vol_5d_max | n_cashflow_act | assets_turn | current_ratio | ocf_to_or | opincome_of_ebt | wgt_turn_6m | wgt_turn_3m | turn_6m | turn_3m | wgt_return_12m | wgt_return_6m | wgt_return_3m | wgt_return_1m | return_3m | return_1m | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 000810.SZ | 0.002710 | 0.002530 | 0.002574 | 0.015188 | 0.003696 | 0.014166 | 0.013203 | 0.012747 | 0.007722 | 0.004537 | 0.001718 | 0.002998 | 0.006511 | 0.002351 | 0.011244 | 0.006035 | 0.010748 | 0.009656 | 0.005817 | 0.002129 | 0.004719 | 0.004262 | 0.000478 | 0.014811 | 0.017850 | 0.015135 | 0.015568 | 0.014865 | 0.017402 |
| 1 | 002624.SZ | 0.000000 | 1.239300 | 0.000000 | 1.239300 | 1.239300 | 0.000000 | 1.239300 | 0.000000 | 1.239300 | 1.239300 | 1.239300 | 0.000000 | 1.239300 | 0.000000 | 1.239300 | 1.239300 | 1.239300 | 1.239300 | 1.239300 | 1.239300 | 1.239300 | 1.239300 | 0.000000 | 1.239300 | 1.239300 | 1.239300 | 1.239300 | 0.000000 | 1.239300 |
| 2 | 002197.SZ | 0.006350 | 0.004695 | 0.003295 | 0.006896 | 0.002476 | 0.001239 | 0.006502 | 0.006056 | 0.004310 | 0.001283 | 0.000186 | -0.001475 | 0.001683 | -0.000630 | -0.001440 | 0.008507 | 0.014441 | 0.008625 | 0.006152 | 0.003539 | 0.002609 | 0.008411 | 0.005150 | 0.010294 | 0.006057 | 0.005202 | 0.006985 | 0.008244 | 0.009449 |
| 3 | 002368.SZ | 0.000000 | 1.076200 | 1.076200 | 0.000000 | 1.076200 | 1.076200 | 1.076200 | 1.076200 | 1.076200 | 1.076200 | 1.076200 | 1.076200 | 0.000000 | 1.076200 | 1.076200 | 1.076200 | 1.076200 | 1.076200 | 1.076200 | 1.076200 | 0.000000 | 0.000000 | 1.076200 | 1.076200 | 0.000000 | 0.000000 | 1.076200 | 1.076200 | 1.076200 |
| 4 | 002658.SZ | 0.000000 | 0.311600 | 0.000000 | 0.311600 | 0.311600 | 0.000000 | 0.311600 | 0.000000 | 0.000000 | 0.311600 | 0.311600 | 0.311600 | 0.311600 | 0.311600 | 0.311600 | 0.311600 | 0.311600 | 0.311600 | 0.311600 | 0.311600 | 0.311600 | 0.000000 | 0.311600 | 0.000000 | 0.311600 | 0.311600 | 0.000000 | 0.311600 | 0.311600 |
| 5 | 000725.SZ | -0.000607 | -0.000759 | 0.000717 | 0.003497 | -0.000622 | 0.003291 | 0.001483 | 0.001183 | 0.003321 | 0.001992 | 0.002269 | 0.001700 | 0.001209 | 0.000543 | 0.003390 | 0.003148 | 0.005329 | 0.003572 | 0.011073 | 0.001839 | 0.006433 | 0.004686 | 0.002396 | -0.000646 | 0.004000 | 0.007733 | 0.011549 | 0.006836 | 0.011363 |
| 6 | 000586.SZ | -0.001104 | -0.003114 | -0.002758 | -0.003132 | -0.003421 | -0.001705 | -0.001973 | -0.003996 | 0.005413 | 0.006830 | 0.001959 | -0.003108 | -0.002486 | -0.004934 | 0.008493 | 0.001125 | 0.002784 | 0.001511 | -0.001669 | -0.002059 | -0.001170 | -0.001899 | -0.001686 | 0.001693 | 0.007211 | 0.010274 | 0.006345 | 0.008401 | 0.005370 |
| 7 | 000606.SZ | 0.004006 | 0.004763 | 0.003581 | 0.003789 | 0.004985 | 0.006223 | 0.005817 | 0.007895 | 0.003576 | 0.003671 | 0.001281 | 0.003532 | 0.002683 | 0.003736 | 0.003937 | 0.007588 | 0.003896 | 0.005321 | 0.002064 | 0.002745 | 0.003495 | 0.004554 | 0.006900 | 0.007223 | 0.010152 | 0.008990 | 0.010332 | 0.008311 | 0.011224 |
| 8 | 002475.SZ | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.000000 | 0.388500 | 0.000000 | 0.388500 | 0.388500 | 0.000000 | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.000000 | 0.388500 | 0.388500 | 0.388500 | 0.388500 | 0.000000 | 0.388500 | 0.388500 |
| 9 | 002174.SZ | 0.007829 | 0.012998 | 0.010283 | 0.011362 | 0.006576 | 0.022053 | 0.019433 | 0.019262 | 0.016294 | 0.030726 | 0.003306 | 0.003668 | 0.007396 | -0.000036 | 0.032178 | 0.005702 | 0.010761 | 0.022297 | 0.015345 | 0.011093 | 0.003630 | 0.006761 | 0.005798 | 0.011924 | 0.009208 | 0.008649 | 0.008087 | 0.020826 | 0.021446 |
Last rows
| name | DAVOL20_min | DAVOL5_min | VSTD_6d_min | turnover_vol_100d_min | turnover_vol_5d_min | TO_100d_min | TO_20d_min | TO_5d_min | PPReversal_20_min | NCFP_min | BP_LF_min | VSTD_6d_max | turnover_vol_20d_max | turnover_vol_5d_max | n_cashflow_act | assets_turn | current_ratio | ocf_to_or | opincome_of_ebt | wgt_turn_6m | wgt_turn_3m | turn_6m | turn_3m | wgt_return_12m | wgt_return_6m | wgt_return_3m | wgt_return_1m | return_3m | return_1m | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10 | 000835.SZ | 0.005473 | 0.000952 | 0.004492 | -0.000367 | 0.004321 | -0.003973 | 0.003936 | 0.003547 | 0.004474 | 0.004634 | 0.006119 | 0.003881 | 0.003555 | 0.004095 | 0.003583 | 0.003954 | 0.011524 | 0.006427 | 0.011110 | 0.002688 | 0.002427 | 0.004490 | -0.003680 | 0.003481 | 0.008028 | 0.005328 | 0.007629 | 0.007010 | 0.004891 |
| 11 | 002417.SZ | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.000000 | 0.000000 | 0.000000 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.250500 | 0.000000 | 0.250500 | 0.250500 | 0.000000 | 0.250500 | 0.250500 | 0.000000 |
| 12 | 002168.SZ | 0.008867 | 0.008290 | 0.008845 | 0.006844 | 0.009337 | 0.003568 | 0.007704 | 0.009195 | 0.010418 | 0.017297 | 0.005563 | 0.008893 | 0.013396 | 0.011568 | 0.020931 | 0.014800 | 0.023363 | 0.014359 | 0.008262 | 0.004129 | 0.004738 | 0.008526 | 0.007694 | 0.021710 | 0.015436 | 0.016661 | 0.016986 | 0.018337 | 0.022121 |
| 13 | 002655.SZ | 0.339100 | 0.000000 | 0.339100 | 0.000000 | 0.000000 | 0.339100 | 0.000000 | 0.339100 | 0.339100 | 0.339100 | 0.339100 | 0.000000 | 0.000000 | 0.339100 | 0.339100 | 0.339100 | 0.339100 | 0.339100 | 0.339100 | 0.339100 | 0.339100 | 0.339100 | 0.339100 | 0.000000 | 0.339100 | 0.339100 | 0.339100 | 0.000000 | 0.339100 |
| 14 | 002491.SZ | 0.313800 | 0.313800 | 0.313800 | 0.000000 | 0.000000 | 0.313800 | 0.313800 | 0.313800 | 0.000000 | 0.313800 | 0.313800 | 0.313800 | 0.000000 | 0.313800 | 0.313800 | 0.313800 | 0.313800 | 0.313800 | 0.313800 | 0.000000 | 0.000000 | 0.313800 | 0.313800 | 0.000000 | 0.313800 | 0.000000 | 0.313800 | 0.313800 | 0.313800 |
| 15 | 000066.SZ | 0.003139 | 0.003240 | 0.006258 | 0.006979 | 0.003642 | 0.011367 | 0.008343 | 0.007776 | 0.013819 | 0.006214 | 0.005432 | 0.003298 | 0.003919 | 0.003153 | 0.009259 | 0.006793 | 0.004070 | 0.005672 | 0.005552 | 0.003037 | 0.001327 | 0.004815 | 0.002643 | 0.014515 | 0.015432 | 0.016843 | 0.017067 | 0.015812 | 0.020731 |
| 16 | 002426.SZ | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.000000 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.000000 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.300900 | 0.000000 |
| 17 | 002459.SZ | 0.625100 | 0.000000 | 0.625100 | 0.000000 | 0.000000 | 0.000000 | 0.625100 | 0.625100 | 0.000000 | 0.625100 | 0.625100 | 0.625100 | 0.625100 | 0.625100 | 0.625100 | 0.625100 | 0.625100 | 0.625100 | 0.625100 | 0.625100 | 0.000000 | 0.625100 | 0.625100 | 0.000000 | 0.625100 | 0.625100 | 0.000000 | 0.625100 | 0.625100 |
| 18 | 002089.SZ | 0.007794 | 0.007409 | 0.004409 | 0.006887 | 0.008065 | -0.001629 | 0.006655 | 0.009419 | 0.012481 | 0.017100 | 0.005257 | 0.002889 | 0.005653 | 0.008338 | 0.014292 | 0.010163 | 0.007587 | 0.012009 | 0.012254 | 0.006995 | 0.006637 | 0.009197 | 0.005621 | 0.018619 | 0.017424 | 0.018493 | 0.018711 | 0.016325 | 0.018594 |
| 19 | 002280.SZ | 0.495465 | 0.495465 | 0.224893 | 0.495465 | 0.248458 | 0.000000 | 0.280897 | 0.230437 | 0.487734 | 0.481105 | 0.222502 | 0.244259 | 0.288135 | 0.245096 | 0.474992 | 0.461471 | 0.288582 | 0.500624 | 0.460287 | 0.239876 | 0.241743 | 0.495465 | 0.435684 | 0.000000 | 0.000000 | 0.435684 | 0.356865 | 0.435684 | 0.247339 |